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The clinician educator career in oncology.

2021· article· en· W3168499052 on OpenAlexaff
Meredith Giuliani, Nishin A. Bhadkamkar, Sam Joseph Lubner, Michal Tibbits, Jennifer F. Tseng, Jamie H. Von Roenn

Bibliographic record

VenueJournal of Clinical Oncology · 2021
Typearticle
Languageen
FieldMedicine
TopicAdvances in Oncology and Radiotherapy
Canadian institutionsPrincess Margaret Cancer CentreUniversity of Toronto
Fundersnot available
KeywordsMedicineMedical educationFamily medicineOncologyInternal medicine

Abstract

fetched live from OpenAlex

11022 Background: There has been progress in both the definition of the work of a clinician educator (CE) and the skillset required. The CE career pathway has not been studied in oncology. Our aim is to study the current state of oncologists’ identification as a CE and their perceptions of the barriers and enablers for a CE career. Methods: A 27-item cross-sectional survey was completed by ASCO program directors (PDs) and associate/assistant PDs (APDs). The survey asked about their current career and perceptions about CE careers including barriers/enablers. Prior to distribution, the survey was reviewed by experts in oncology education and approved by the ASCO Education Council. Frequency statistics are presented. Results: Eighty-eight of 297 PDs/APDs responded (30%). 70 (80%) perceived CE as a viable career track, 48 (55%) had a CE track available to faculty at their institution and 72 (82%) considered themselves as a CE. Most PDs/APDs (59; 67%) reported no formal medical education training for their trainees and the majority (67; 76%) did not have a CE track for their fellows. While medical education responsibilities are perceived to be common amongst graduates (39% reporting >50% of graduates), 59 (67%) of PDs/APDs reported <10% of their trainees pursue medical education as a research focus. Compared to clinical, laboratory or discovery research, 71 (81%) of PDs/APDs felt their fellows were less or significantly less prepared for a career in education research. Table highlights the perceived barriers/enablers to a CE career. Conclusions: Many PDs/APDs perceive themselves as clinician educators. However, little to no formal education training currently exists to identify and nurture trainees into careers in education. Identification of training milestones in education and establishing guidelines for academic promotion for CEs in oncology are needed.[Table: see text]

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.066
Threshold uncertainty score0.221

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0660.010

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.154
GPT teacher head0.589
Teacher spread0.435 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2021
Admission routes1
Has abstractyes

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